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Tutorial Completion Analytics — Record Quality Audit + Exact Row Deduplication + Category Frequencies
x402
Tutorial Completion Analytics — Record Quality Audit + Exact Row Deduplication + Category Frequencies is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-26).
Runs three local analytical reports on tutorial completion records: a data quality audit, exact duplicate row detection, and category frequency counts — all in a single call for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutorial completion — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies for supplied tutorial completion records (starts, completions). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Three independent reports returned in a single response: (1) a record quality audit identifying missing, null, or out-of-range values; (2) an exact row deduplication report identifying identical rows; and (3) a category frequency table showing counts per distinct game_area value. No external lookups or predictions are performed — all analysis runs locally on the supplied data.
Example use cases
Game tutorial funnel data cleanup
“I have a CSV of tutorial starts and completions across different game areas from the past month — can you check it for data quality issues, remove any exact duplicate rows, and show me how many records fall into each game_area category? There are about 120 rows.”
Daily tutorial tracking audit
“Can you run a record quality audit and deduplication check on my daily tutorial completion records for October 2026, and also give me a frequency breakdown by game_area? I'll provide the rows with row_id, date, game_area, starts, and completions.”
QA check before reporting
“Before I submit my tutorial completion report, can you check these 80 rows for quality problems, flag any exact duplicates, and tell me the frequency counts per category in the game_area column?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-game-20-212?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a combined data quality audit, deduplication check, and category frequency analysis on tutorial completion records in a single low-cost call. Ideal for pre-reporting QA pipelines, ETL validation steps, or ad-hoc data hygiene checks on game tutorial datasets of up to 200 rows. Prefer this over separate tools when all three reports are needed simultaneously and no live data lookup, prediction, or external action is required.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, game_area, date, starts, completions) causing validation errors
- Invalid date format (must match YYYY-MM-DD pattern) causing parse failure
- Empty rows array causing a minimum-items validation error
- Malformed JSON body resulting in a 400 error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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